UN Ambassador Susan Rice said there had been no attempt to mislead the public, but Republicans were unconvinced.
After meeting Susan Rice on Tuesday, senators said they were troubled.
The envoy said her initial line that the Benghazi attack appeared to have sprung from a protest had been wrong.
The September 11 assault on the US consulate triggered a major political row over who knew what and when.
Days afterwards, Susan Rice, 48, said in a series of TV interviews that it seemed to have developed out of protests over an anti-Islamic film.
Later intelligence reports suggested it was possibly tied to al-Qaeda affiliates.
On Tuesday, Senators John McCain, Lindsey Graham and Kelly Ayotte met privately with Ms Rice and acting CIA Director Michael Morell to discuss the attack.
After the meeting on Capitol Hill, Susan Rice said: “The talking points provided by the intelligence community, and the initial assessment upon which they were based, were incorrect in a key respect: there was no protest or demonstration in Benghazi.
“While we certainly wish that we had had perfect information just days after the terrorist attack, as is often the case the intelligence assessment has evolved.”
But the Republicans said questions remained unanswered.
Senator John McCain said: “We are significantly troubled by many of the answers that we got and some that we didn’t get concerning evidence that was leading up to the attack.”
Senator Lindsey Graham said that he was “more disturbed now than I was before”, adding that he would “absolutely” attempt to block any nomination of Ms Rice for secretary of state.
White House Press Secretary Jay Carney said on Tuesday there were “no unanswered questions” about Susan Rice’s response to the Benghazi incident, accusing Republicans of being obsessed with it.
Republicans are demanding a joint committee investigate the attack, which left four Americans dead, including Ambassador Christopher Stevens.
Current Secretary of State Hillary Clinton is not expected to continue in the role for a second four-year term. The Obama administration would need the support of the Senate for any nomination to the post.
After winning re-election, President Barack Obama vigorously defended Susan Rice, calling Republican criticism of her “outrageous”.
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